Cargando…
Temporal structure in associative retrieval
Electrophysiological data disclose rich dynamics in patterns of neural activity evoked by sensory objects. Retrieving objects from memory reinstates components of this activity. In humans, the temporal structure of this retrieved activity remains largely unexplored, and here we address this gap usin...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4303761/ https://www.ncbi.nlm.nih.gov/pubmed/25615722 http://dx.doi.org/10.7554/eLife.04919 |
_version_ | 1782353974543777792 |
---|---|
author | Kurth-Nelson, Zeb Barnes, Gareth Sejdinovic, Dino Dolan, Ray Dayan, Peter |
author_facet | Kurth-Nelson, Zeb Barnes, Gareth Sejdinovic, Dino Dolan, Ray Dayan, Peter |
author_sort | Kurth-Nelson, Zeb |
collection | PubMed |
description | Electrophysiological data disclose rich dynamics in patterns of neural activity evoked by sensory objects. Retrieving objects from memory reinstates components of this activity. In humans, the temporal structure of this retrieved activity remains largely unexplored, and here we address this gap using the spatiotemporal precision of magnetoencephalography (MEG). In a sensory preconditioning paradigm, 'indirect' objects were paired with 'direct' objects to form associative links, and the latter were then paired with rewards. Using multivariate analysis methods we examined the short-time evolution of neural representations of indirect objects retrieved during reward-learning about direct objects. We found two components of the evoked representation of the indirect stimulus, 200 ms apart. The strength of retrieval of one, but not the other, representational component correlated with generalization of reward learning from direct to indirect stimuli. We suggest the temporal structure within retrieved neural representations may be key to their function. DOI: http://dx.doi.org/10.7554/eLife.04919.001 |
format | Online Article Text |
id | pubmed-4303761 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-43037612015-01-30 Temporal structure in associative retrieval Kurth-Nelson, Zeb Barnes, Gareth Sejdinovic, Dino Dolan, Ray Dayan, Peter eLife Neuroscience Electrophysiological data disclose rich dynamics in patterns of neural activity evoked by sensory objects. Retrieving objects from memory reinstates components of this activity. In humans, the temporal structure of this retrieved activity remains largely unexplored, and here we address this gap using the spatiotemporal precision of magnetoencephalography (MEG). In a sensory preconditioning paradigm, 'indirect' objects were paired with 'direct' objects to form associative links, and the latter were then paired with rewards. Using multivariate analysis methods we examined the short-time evolution of neural representations of indirect objects retrieved during reward-learning about direct objects. We found two components of the evoked representation of the indirect stimulus, 200 ms apart. The strength of retrieval of one, but not the other, representational component correlated with generalization of reward learning from direct to indirect stimuli. We suggest the temporal structure within retrieved neural representations may be key to their function. DOI: http://dx.doi.org/10.7554/eLife.04919.001 eLife Sciences Publications, Ltd 2015-01-23 /pmc/articles/PMC4303761/ /pubmed/25615722 http://dx.doi.org/10.7554/eLife.04919 Text en © 2014, Kurth-Nelson et al http://creativecommons.org/licenses/by/4.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Neuroscience Kurth-Nelson, Zeb Barnes, Gareth Sejdinovic, Dino Dolan, Ray Dayan, Peter Temporal structure in associative retrieval |
title | Temporal structure in associative retrieval |
title_full | Temporal structure in associative retrieval |
title_fullStr | Temporal structure in associative retrieval |
title_full_unstemmed | Temporal structure in associative retrieval |
title_short | Temporal structure in associative retrieval |
title_sort | temporal structure in associative retrieval |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4303761/ https://www.ncbi.nlm.nih.gov/pubmed/25615722 http://dx.doi.org/10.7554/eLife.04919 |
work_keys_str_mv | AT kurthnelsonzeb temporalstructureinassociativeretrieval AT barnesgareth temporalstructureinassociativeretrieval AT sejdinovicdino temporalstructureinassociativeretrieval AT dolanray temporalstructureinassociativeretrieval AT dayanpeter temporalstructureinassociativeretrieval |